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researcher

L. Cheke

3 papers hereh-index 262.9k citations88 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • middle author2
  • last author1

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.CL1
  • cs.CV1
  • cs.LG1

identity via Semantic Scholar / OpenAlex

activity
20192025
most cited100 instances is all you need: predicting the success of a new LLM on unseen data by testing on a few instances

1 citations · 2 across the 2 of their papers we have counts for

collaborators
Showing cs.CLShow all

1 paper · 1 filter

cs.CL2024★ 1 cited

100 instances is all you need: predicting the success of a new LLM on unseen data by testing on a few instances

Lorenzo Pacchiardi, Lucy G. Cheke, José Hernández-Orallo

Predicting the performance of LLMs on individual task instances is essential to ensure their reliability in high-stakes applications. To do so, a possibility is to evaluate the con…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.